Session
Not Every Notebook Needs Spark: SQL-First Analytics with Pure Python
Already know SQL? Python notebooks in Microsoft Fabric let you bring those skills directly — no Spark, no relearning. DuckDB comes pre-installed, so you query Lakehouse data with familiar SQL syntax from day one. Learn when Python notebooks outperform Spark, follow a decision tree to pick the right tool, and leave with ready-to-run notebooks. Perfect for DBAs optimizing costs and SQL developers stepping into Fabric. No Python background needed — SQL isn't a legacy skill. It's your on-ramp.
Jason Romans
Lifelong Learner - Microsoft MVP
Nashville, Tennessee, United States
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